In the digital landscape, the integration of Artificial Intelligence (AI) into cybercriminal activities has marked the beginning of a new era of threats. The “machine war” has indeed commenced, with AI enhancing the scale and sophistication of cyberattacks. Distributed denial of service (DDoS) attacks, in particular, have become more formidable with AI’s capabilities, presenting significant challenges for cybersecurity defenses.